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地理科学与资源研究所 [5]
自动化研究所 [5]
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期刊论文 [14]
会议论文 [1]
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2020 [15]
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Contributions of climate change, elevated atmospheric CO2 and human activities to ET and GPP trends in the Three-North Region of China
期刊论文
AGRICULTURAL AND FOREST METEOROLOGY, 2020, 卷号: 295, 页码: 14
作者:
Xie, Shudi
;
Mo, Xingguo
;
Hu, Shi
;
Liu, Suxia
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2021/03/16
VIP model
Climate change
Human activities
ET
GPP
Prediction of end-of-season tuber yield and tuber set in potatoes using in-season uav-based hyperspectral imagery and machine learning
期刊论文
Sensors (Switzerland), 2020, 卷号: 20, 期号: 18, 页码: 1-13
作者:
Sun, Chen
;
Feng, Luwei
;
Zhang, Zhou
;
Ma, Yuchi
;
Crosby, Trevor
收藏
  |  
浏览/下载:25/0
  |  
提交时间:2020/10/26
hyperspectral imaging
machine learning
tuber yield
tuber set
unmanned aerial vehicles
A Framework to Predict High-Resolution Spatiotemporal PM(2.5)Distributions Using a Deep-Learning Model: A Case Study of Shijiazhuang, China
期刊论文
REMOTE SENSING, 2020, 卷号: 12, 期号: 17, 页码: 33
作者:
Zhang, Guangyuan
;
Lu, Haiyue
;
Dong, Jin
;
Poslad, Stefan
;
Li, Runkui
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2021/03/16
PM2.5
AOD
XGBoost
prediction
deep learning
ConvLSTM
SARIMA
Supervised Dimensionality Reduction Methods via Recursive Regression
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 9, 页码: 3269-3279
作者:
Liu, Yun
;
Zhang, Rui
;
Nie, Feiping
;
Li, Xuelong
;
Ding, Chris
收藏
  |  
浏览/下载:23/0
  |  
提交时间:2020/10/23
Dimensionality reduction
Linear discriminant analysis
Eigenvalues and eigenfunctions
Learning systems
Computer science
Optical imaging
Optics
Optimal scaling (OS)
orthogonal least squares regression (OLSR)
orthogonal linear discriminant analysis (OLDA)
recursive regression
supervised dimensionality reduction
Learning Feature Embeddings for Discriminant Model based Tracking
会议论文
Online, 2020-8
作者:
Linyu Zheng
;
Ming Tang
;
Yingying Chen
;
Jinqiao Wang
;
Hanqing Lu
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2021/06/18
Weighted Broad Learning System and Its Application in Nonlinear Industrial Process Modeling
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 8, 页码: 3017-3031
作者:
Chu, Fei
;
Liang, Tao
;
Chen, C. L. Philip
;
Wang, Xuesong
;
Ma, Xiaoping
收藏
  |  
浏览/下载:38/0
  |  
提交时间:2020/09/07
Learning systems
Training
Heuristic algorithms
Neural networks
Automation
Process control
Control engineering
Broad learning system (BLS)
incremental learning algorithm
noise and outliers
weighted penalty factor
Time-lagged response of vegetation dynamics to climatic and teleconnection factors
期刊论文
CATENA, 2020, 卷号: 189, 页码: 12
作者:
Zhao, Jing
;
Huang, Shengzhi
;
Huang, Qiang
;
Wang, Hao
;
Leng, Guoyong
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  |  
浏览/下载:11/0
  |  
提交时间:2020/05/19
Climate changes
Vegetation dynamics
Time-lag effect
Soil moisture
Large-scale modes of climate variability
Improving Ranking-Oriented Defect Prediction Using a Cost-Sensitive Ranking SVM
期刊论文
IEEE TRANSACTIONS ON RELIABILITY, 2020, 卷号: 69, 期号: 1, 页码: 139-153
作者:
Yu, Xiao
;
Liu, Jin
;
Keung, Jacky Wai
;
Li, Qing
;
Bennin, Kwabena Ebo
收藏
  |  
浏览/下载:22/0
  |  
提交时间:2020/06/02
Support vector machines
Software
Prediction algorithms
Predictive models
Testing
Software algorithms
Computer science
Cost-sensitive learning
data imbalance
ranking-oriented defect prediction (RODP)
Identifying the Contributions of Multi-Source Data for Winter Wheat Yield Prediction in China
期刊论文
REMOTE SENSING, 2020, 卷号: 12, 期号: 5, 页码: 22
作者:
Cao, Juan
;
Zhang, Zhao
;
Tao, Fulu
;
Zhang, Liangliang
;
Luo, Yuchuan
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2021/03/23
machine learning (ML)
multi-source data
yield prediction
winter wheat
A Random Features-Based Method for Interpolating Digital Terrain Models with High Efficiency
期刊论文
MATHEMATICAL GEOSCIENCES, 2020, 卷号: 52, 期号: 2, 页码: 191-212
作者:
Chen, Chuanfa
;
Li, Yanyan
;
Yan, Changqing
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2020/05/19
Interpolation
Lidar
Digital terrain model
Accuracy
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